Hi, I am Pavel :)
I help organizations figure out how to scale technologies and products through smart incentive design and capital allocation.
📖 Origin Story
I've lived across continents, studied economics, business, and technology management, and worked across corporate strategy, technology commercialization, and emerging market analysis - from consumer insights to climate-tech innovation.
Each experience reinforced a core belief: the gap between what could work and what does work is where interesting problems live, and my through-line is how to make things scale.
Battle-tested prompts for specialized AI behaviors
Collection of tailored AI prompts that solve real problems with unique behavioral designs. Not generic "be helpful" prompts. Each entry targets a specific use case with testing evidence, customization guides, and limitations.
Categories → Writing · Research · Business · Development
Approach → Behavioral design, not task description
Quality Standard → Tested in 5+ real scenarios minimumIntegrated assessment modeling for climate and energy systems
Contributions to the Global Change Analysis Model (GCAM) community, focusing on custom scenario development for energy transition pathways. Work includes modifications to input and config files for region-sector-tech-specific climate policy analysis.
Contributions → Custom input files · Configuration scenarios · Regional modules
Use Cases → Energy transition modeling · Policy scenario analysis (e.g., NDCs)
Impact → Enhanced model flexibility for policy researchTechnology Investment / Deployment · Forthcoming, Nature Energy
Quantifying the Inflation Reduction Act's impact on CCS deployment using quasi-experimental methods.
Semiconductor Cluster Analysis · KAIST CEPS, 2025
Strategic analysis of Korea's Yongin Semiconductor Cluster ($470B investment), evaluating supply chain resilience and technology ecosystem development.
EV Charging Behavior · Field Experiment, 2024-2025
Behavioral experiment with EV users in Jeju, analyzing charging patterns and infrastructure utilization.
